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Volumn 21, Issue 1, 1997, Pages 1-23

The multidimensional random coefficients multinomial logit model

Author keywords

EM algorithm; Marginal maximum likelihood; Multidimensional IRT models; Multinomial logit models; Rasch models

Indexed keywords


EID: 0031512887     PISSN: 01466216     EISSN: None     Source Type: Journal    
DOI: 10.1177/0146621697211001     Document Type: Article
Times cited : (692)

References (56)
  • 1
    • 84988072859 scopus 로고
    • A didactic explanation of item bias, item impact, and item validity from a multidimensional perspective
    • Ackerman, T. A. (1992). A didactic explanation of item bias, item impact, and item validity from a multidimensional perspective. Journal of Educational Measurement, 29, 67-91.
    • (1992) Journal of Educational Measurement , vol.29 , pp. 67-91
    • Ackerman, T.A.1
  • 2
    • 0007023871 scopus 로고    scopus 로고
    • Formulating the Rasch model as a mixed coefficients multinomial logit
    • G. Engelhard & M. Wilson (Eds.), Norwood NJ: Ablex
    • Adams, R. J., & Wilson, M. R. (1996). Formulating the Rasch model as a mixed coefficients multinomial logit. In G. Engelhard & M. Wilson (Eds.), Objective measurement: Theory into practice (Vol III; pp. 143-166). Norwood NJ: Ablex.
    • (1996) Objective Measurement: Theory into Practice , vol.3 , pp. 143-166
    • Adams, R.J.1    Wilson, M.R.2
  • 4
    • 0002909927 scopus 로고
    • On entropy maximisation principle
    • P. R. Krischnaiah (Ed.), New York: North Holland
    • Akaike, H. (1977). On entropy maximisation principle. In P. R. Krischnaiah (Ed.), Applications of statistics (pp. 27-41). New York: North Holland.
    • (1977) Applications of Statistics , pp. 27-41
    • Akaike, H.1
  • 5
    • 0001758835 scopus 로고
    • Asymptotic properties of conditional maximum likelihood estimators
    • Andersen, E. B. (1970). Asymptotic properties of conditional maximum likelihood estimators. Journal of the Royal Statistical Society, 32, (Series B), 283-301.
    • (1970) Journal of the Royal Statistical Society , vol.32 , Issue.SERIES B , pp. 283-301
    • Andersen, E.B.1
  • 6
    • 0009147362 scopus 로고
    • Estimating latent correlations between repeated testings
    • Andersen, E. B. (1985). Estimating latent correlations between repeated testings. Psychometrika, 50, 3-16.
    • (1985) Psychometrika , vol.50 , pp. 3-16
    • Andersen, E.B.1
  • 7
    • 0040143616 scopus 로고
    • Estimating the parameters of the latent population distribution
    • Andersen, E. B., & Madsen, M. (1977). Estimating the parameters of the latent population distribution. Psychometrika, 42, 357-374.
    • (1977) Psychometrika , vol.42 , pp. 357-374
    • Andersen, E.B.1    Madsen, M.2
  • 8
    • 34250274848 scopus 로고
    • A rating formulation for ordered response categories
    • Andrich, D. (1978). A rating formulation for ordered response categories. Psychometrika, 43, 561-573.
    • (1978) Psychometrika , vol.43 , pp. 561-573
    • Andrich, D.1
  • 9
    • 84965451333 scopus 로고
    • An examination of the characteristics of unidimensional IRT parameter estimates derived from two-dimensional data
    • Ansley, T. N., & Forsyth, R. A. (1985). An examination of the characteristics of unidimensional IRT parameter estimates derived from two-dimensional data. Applied Psychological Measurement, 9, 37-48.
    • (1985) Applied Psychological Measurement , vol.9 , pp. 37-48
    • Ansley, T.N.1    Forsyth, R.A.2
  • 12
    • 0000433590 scopus 로고
    • Marginal maximum likelihood estimation of item parameters: An application of the EM algorithm
    • Bock, R. D., & Aitkin, M. (1981). Marginal maximum likelihood estimation of item parameters: An application of the EM algorithm. Psychometrika, 46, 443-459.
    • (1981) Psychometrika , vol.46 , pp. 443-459
    • Bock, R.D.1    Aitkin, M.2
  • 13
    • 84976979826 scopus 로고
    • A conceptual analysis of differential item functioning in terms of a multidimensional item response model
    • Camilli, G. (1992). A conceptual analysis of differential item functioning in terms of a multidimensional item response model. Applied Psychological Measurement, 16, 129-147.
    • (1992) Applied Psychological Measurement , vol.16 , pp. 129-147
    • Camilli, G.1
  • 14
    • 85033123218 scopus 로고
    • Concurrent and consecutive estimates of examinee ability profiles
    • May. New Brunswick NJ
    • Davey, T., & Hirsch, T. M. (1991, May). Concurrent and consecutive estimates of examinee ability profiles. Paper presented at the Annual Meeting of the Psychometric Society, New Brunswick NJ.
    • (1991) Annual Meeting of the Psychometric Society
    • Davey, T.1    Hirsch, T.M.2
  • 15
    • 0001423343 scopus 로고
    • Maximum likelihood estimation in generalized Rasch models
    • de Leeuw, J., & Verhelst, N. (1986). Maximum likelihood estimation in generalized Rasch models. Journal of Educational Statistics, 11, 183-196.
    • (1986) Journal of Educational Statistics , vol.11 , pp. 183-196
    • Leeuw, J.1    Verhelst, N.2
  • 18
    • 0000525391 scopus 로고
    • A multidimensional latent trait model for measuring learning and change
    • Embretson, S. E. (1991). A multidimensional latent trait model for measuring learning and change. Psychometrika, 56, 495-515.
    • (1991) Psychometrika , vol.56 , pp. 495-515
    • Embretson, S.E.1
  • 19
    • 0015738609 scopus 로고
    • The linear logistic model as an instrument in educational research
    • Fischer, G. H. (1973). The linear logistic model as an instrument in educational research. Acta Psychologica, 37, 359-374.
    • (1973) Acta Psychologica , vol.37 , pp. 359-374
    • Fischer, G.H.1
  • 20
    • 21344484925 scopus 로고
    • An extension of the partial credit model with an application to the measurement of change
    • Fischer, G. H., & Pononcy, I. (1994). An extension of the partial credit model with an application to the measurement of change. Psychometrika, 59, 177-192.
    • (1994) Psychometrika , vol.59 , pp. 177-192
    • Fischer, G.H.1    Pononcy, I.2
  • 21
    • 84965566896 scopus 로고
    • Adaptive estimation when the unidimensionality assumption of IRT is violated
    • Folk, V. G., & Green, B. F. (1989). Adaptive estimation when the unidimensionality assumption of IRT is violated. Applied Psychological Measurement, 13, 373-389.
    • (1989) Applied Psychological Measurement , vol.13 , pp. 373-389
    • Folk, V.G.1    Green, B.F.2
  • 23
    • 0009284919 scopus 로고
    • A Rasch model with a multivariate distribution of ability
    • M. Wilson (Ed.), Norwood NJ: Ablex
    • Glas, C. A. W. (1992). A Rasch model with a multivariate distribution of ability. In M. Wilson (Ed.), Objective measurement: Theory into practice (Vol. 1; pp. 236-258). Norwood NJ: Ablex.
    • (1992) Objective Measurement: Theory into Practice , vol.1 , pp. 236-258
    • Glas, C.A.W.1
  • 24
    • 0001112349 scopus 로고
    • Extensions of the partial credit model
    • Glas, C. A. W., & Verhelst, N. D. (1989). Extensions of the partial credit model. Psychometrika, 54, 635-659.
    • (1989) Psychometrika , vol.54 , pp. 635-659
    • Glas, C.A.W.1    Verhelst, N.D.2
  • 25
    • 0001721491 scopus 로고
    • Some goodness of fit investigations for item response models
    • R. K. Hambleton (Ed.), Vancouver BC: Educational Research Institute of British Columbia
    • Hambleton, R. K., & Murray, L. N. (1983). Some goodness of fit investigations for item response models. In R. K. Hambleton (Ed.), Applications of item response theory (pp. 71-94). Vancouver BC: Educational Research Institute of British Columbia.
    • (1983) Applications of Item Response Theory , pp. 71-94
    • Hambleton, R.K.1    Murray, L.N.2
  • 26
    • 0040143637 scopus 로고
    • Linear and repeated measures models for the person parameters
    • G. H. Fischer & I. W. Molenaar (Eds.), New York: Springer-Verlag
    • Hoijtink, H. (1995). Linear and repeated measures models for the person parameters. In G. H. Fischer & I. W. Molenaar (Eds.), Rasch models: Foundations, recent developments, and applications (pp. 203-214). New York: Springer-Verlag.
    • (1995) Rasch Models: Foundations, Recent Developments, and Applications , pp. 203-214
    • Hoijtink, H.1
  • 27
    • 21344497793 scopus 로고
    • Loglinear multidimensional IRT models for polytomously scored items
    • Kelderman, H., & Rijkes, C. P. M. (1994). Loglinear multidimensional IRT models for polytomously scored items. Psychometrika, 59, 149-176.
    • (1994) Psychometrika , vol.59 , pp. 149-176
    • Kelderman, H.1    Rijkes, C.P.M.2
  • 30
    • 84976929590 scopus 로고
    • Unidimensional calibrations and interpretations of composite traits for multidimensional tests
    • Luecht, R. M., & Miller, R. (1992). Unidimensional calibrations and interpretations of composite traits for multidimensional tests. Applied Psychological Measurement, 16, 279-293.
    • (1992) Applied Psychological Measurement , vol.16 , pp. 279-293
    • Luecht, R.M.1    Miller, R.2
  • 31
    • 0000261668 scopus 로고
    • A Rasch model for partial credit scoring
    • Masters, G. N. (1982). A Rasch model for partial credit scoring. Psychometrika, 47, 149-174.
    • (1982) Psychometrika , vol.47 , pp. 149-174
    • Masters, G.N.1
  • 32
    • 0002302974 scopus 로고
    • Measurement models for ordered response categories
    • R. Langeheine & J. Rost (Eds.), Plenum: New York
    • Masters, G. N. (1988). Measurement models for ordered response categories. In R. Langeheine & J. Rost (Eds.), Latent trait and latent class models (pp. 11-50). Plenum: New York.
    • (1988) Latent Trait and Latent Class Models , pp. 11-50
    • Masters, G.N.1
  • 34
    • 84976923244 scopus 로고
    • A generalized partial credit model: Application of an EM algorithm
    • Muraki, E. (1992). A generalized partial credit model: Application of an EM algorithm. Applied Psychological Measurement, 16, 159-176.
    • (1992) Applied Psychological Measurement , vol.16 , pp. 159-176
    • Muraki, E.1
  • 35
    • 84976915900 scopus 로고
    • Multidimensionality and item bias in item response theory
    • Oshima, T. C., & Miller, M. D. (1992). Multidimensionality and item bias in item response theory. Applied Psychological Measurement, 16, 237-248.
    • (1992) Applied Psychological Measurement , vol.16 , pp. 237-248
    • Oshima, T.C.1    Miller, M.D.2
  • 36
    • 0002183319 scopus 로고
    • On item parameter estimation in certain latent trait models
    • G. H. Fischer & D. Laming, New York: Springer-Verlag
    • Pfanzagl, J. (1994). On item parameter estimation in certain latent trait models. In G. H. Fischer & D. Laming, Contributions to mathematical psychology, psychometrics, and methodology (pp. 249-263). New York: Springer-Verlag.
    • (1994) Contributions to Mathematical Psychology, Psychometrics, and Methodology , pp. 249-263
    • Pfanzagl, J.1
  • 37
    • 0003769811 scopus 로고
    • (Copenhagen, Danish Institute for Educational Research). Expanded edition (1980), with foreword and afterword by B. D. Wright. Chicago, The University of Chicago Press
    • Rasch, G. (1960/80). Probabilistic models for some intelligence and attainment tests. (Copenhagen, Danish Institute for Educational Research). Expanded edition (1980), with foreword and afterword by B. D. Wright. Chicago, The University of Chicago Press.
    • (1960) Probabilistic Models for Some Intelligence and Attainment Tests
    • Rasch, G.1
  • 39
    • 84965400546 scopus 로고
    • The difficulty of test items that measure more than one ability
    • Reckase, M. D. (1985). The difficulty of test items that measure more than one ability. Applied Psychological Measurement, 9, 401-412.
    • (1985) Applied Psychological Measurement , vol.9 , pp. 401-412
    • Reckase, M.D.1
  • 40
    • 84970385680 scopus 로고
    • The discriminating power of items that measure more than one dimension
    • Reckase, M. D., & McKinley, R. L. (1991). The discriminating power of items that measure more than one dimension. Applied Psychological Measurement, 15, 361-373.
    • (1991) Applied Psychological Measurement , vol.15 , pp. 361-373
    • Reckase, M.D.1    McKinley, R.L.2
  • 41
    • 0037547589 scopus 로고
    • Unpublished manuscript, Australian Council for Educational Research, Camberwell, Victoria, Australia
    • Volodin, N., & Adams, R. J. (1995). Identifying and estimating a D-dimensional Rasch model. Unpublished manuscript, Australian Council for Educational Research, Camberwell, Victoria, Australia.
    • (1995) Identifying and Estimating a D-dimensional Rasch Model
    • Volodin, N.1    Adams, R.J.2
  • 44
    • 84965853874 scopus 로고
    • The comparative effects of compensatory and non-compensatory two-dimensional data on unidimensional IRT estimation
    • Way, W. D., Ansley, T. N., & Forsyth, R. A. (1988). The comparative effects of compensatory and non-compensatory two-dimensional data on unidimensional IRT estimation. Applied Psychological Measurement, 12, 239-252.
    • (1988) Applied Psychological Measurement , vol.12 , pp. 239-252
    • Way, W.D.1    Ansley, T.N.2    Forsyth, R.A.3
  • 45
    • 24944452282 scopus 로고
    • Multicomponent latent trait models for ability tests
    • Whitely, S. E. (1980). Multicomponent latent trait models for ability tests. Psychometrika, 45, 479-494.
    • (1980) Psychometrika , vol.45 , pp. 479-494
    • Whitely, S.E.1
  • 46
    • 0000608612 scopus 로고
    • A general latent trait model for response processes
    • Whitely, S. E. (1984). A general latent trait model for response processes. Psychometrika, 49, 175-186.
    • (1984) Psychometrika , vol.49 , pp. 175-186
    • Whitely, S.E.1
  • 48
    • 84965687430 scopus 로고
    • Detecting breakdowns in local independence using a family of Rasch models
    • Wilson, M. (1988). Detecting breakdowns in local independence using a family of Rasch models. Applied Psychological Measurement, 12, 353-364.
    • (1988) Applied Psychological Measurement , vol.12 , pp. 353-364
    • Wilson, M.1
  • 49
    • 84976919649 scopus 로고
    • The partial order model: An extension of the partial credit model
    • Wilson, M. R. (1992). The partial order model: An extension of the partial credit model. Applied Psychological Measurement, 16, 309-325.
    • (1992) Applied Psychological Measurement , vol.16 , pp. 309-325
    • Wilson, M.R.1
  • 50
    • 0039552265 scopus 로고
    • Marginal maximum likelihood estimation for the ordered partition model
    • Wilson, M. R., & Adams, R. J. (1993). Marginal maximum likelihood estimation for the ordered partition model. Journal of Educational Statistics, 18, 69-90.
    • (1993) Journal of Educational Statistics , vol.18 , pp. 69-90
    • Wilson, M.R.1    Adams, R.J.2
  • 51
    • 21844504047 scopus 로고
    • Rasch models for item bundles
    • Wilson, M. R., & Adams, R. J. (1995). Rasch models for item bundles. Psychometrika, 60, 181-198.
    • (1995) Psychometrika , vol.60 , pp. 181-198
    • Wilson, M.R.1    Adams, R.J.2
  • 52
    • 84977044614 scopus 로고    scopus 로고
    • Complex composites: Issues that arise in combining different models of assessment
    • in press
    • Wilson, M. R., & Wang, W. C. (in press). Complex composites: Issues that arise in combining different models of assessment. Applied Psychological Measurement, 19, 51-72.
    • Applied Psychological Measurement , vol.19 , pp. 51-72
    • Wilson, M.R.1    Wang, W.C.2
  • 54
    • 85033121631 scopus 로고
    • Simulating parameter recovery for the random coefficients multinomial logit
    • April. Atlanta
    • Wu, M. L., & Adams, R. J. (1993, April). Simulating parameter recovery for the random coefficients multinomial logit. Paper presented at the Sixth International Objective Measurement Workshop, Atlanta.
    • (1993) Sixth International Objective Measurement Workshop
    • Wu, M.L.1    Adams, R.J.2
  • 56
    • 0000992537 scopus 로고
    • A generalized Rasch model for manifest predictors
    • Zwinderman, A. H. (1991). A generalized Rasch model for manifest predictors. Psychometrika, 56, 589-600.
    • (1991) Psychometrika , vol.56 , pp. 589-600
    • Zwinderman, A.H.1


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